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An adaptive solution strategy for Richards' equation

Jakob S. Stokke, Koondanibha Mitra, Erlend Storvik, Jakub Wiktor Both, Florin A. Radu

2023Computers & Mathematics with Applications22 citationsDOIOpen Access PDF

Abstract

Flow in variably saturated porous media is typically modeled by the Richards equation, a nonlinear elliptic-parabolic equation which is notoriously challenging to solve numerically. In this paper, we propose a robust and fast iterative solver for Richards' equation. The solver relies on an adaptive switching algorithm, based on rigorously derived a posteriori indicators, between two linearization methods: L-scheme and Newton. Although a combined L-scheme/Newton strategy was introduced previously in [1], here, for the first time we propose a reliable and robust criteria for switching between these schemes. The performance of the solver, which can be in principle applied to any spatial discretization and linearization methods, is illustrated through several numerical examples.

Topics & Concepts

Richards equationSolverMathematicsDiscretizationLinearizationA priori and a posterioriApplied mathematicsNonlinear systemNewton's methodScheme (mathematics)Mathematical optimizationMathematical analysisPhilosophyQuantum mechanicsPhysicsEpistemologyEnvironmental scienceSoil waterSoil scienceAdvanced Numerical Methods in Computational MathematicsGroundwater flow and contamination studiesSoil and Unsaturated Flow